Concepedia

Madeline H. Kowalski

MH

8

Publications

4.6K

Citations

8

H-Index

2019

Active since

Affiliations

University of North Carolina at Chapel Hill(Current)

New York Genome Center

Fred Hutch Cancer Center

University of Washington

University of Virginia

Madeline H. Kowalski is an author at University of North Carolina at Chapel Hill specializing in medicine, single-cell analysis, and genomics.

Top concepts

MedicineSingle-cell AnalysisGenomicsEngineeringCell BiologyDeep LearningSystems BiologyMachine LearningSingle-cell BiologySingle-cell Genomics

Publications per year

2019–2024

8

Publications

8

Dictionary learning for integrative, multimodal and scalable single-cell analysis

Yuhan Hao, Tim Stuart, Madeline H. Kowalski et al. · Nature Biotechnology · 2023 · 3.9K citations · Full text

Engineering, Machine Learning, Deep Learning +11

Use of >100,000 NHLBI Trans-Omics for Precision Medicine (TOPMed) Consortium whole genome sequences improves imputation quality and detection of rare variant associations in admixed African and Hispanic/Latino populations

Madeline H. Kowalski, Huijun Qian, Ziyi Hou et al. · PLoS Genetics · 2019 · 308 citations · Full text

Dictionary learning for integrative, multimodal, and scalable single-cell analysis

Yuhan Hao, Tim Stuart, Madeline H. Kowalski et al. · 2022 · 280 citations · Full text

Abstract Mapping Single-cell, Machine Learning, Engineering +27

Genome sequencing unveils a regulatory landscape of platelet reactivity

Ali R. Keramati, Ming‐Huei Chen, Benjamin A.T. Rodriguez et al. · Nature Communications · 2021 · 51 citations · Full text

Multiplexed single-cell characterization of alternative polyadenylation regulators

Madeline H. Kowalski, Hans‐Hermann Wessels, Johannes Linder et al. · Cell · 2024 · 38 citations · Full text

Multiplexed Single-cell Characterization, Multiplex Technology, Medicine +3

Rows per page

1–5 of 8